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1.
Ecotoxicol Environ Saf ; 276: 116283, 2024 May.
Article in English | MEDLINE | ID: mdl-38574647

ABSTRACT

Equilibration of metal metabolism is critical for normal liver function. Most epidemiological studies have only concentrated on the influence of limited metals. However, the single and synergistic impact of multiple-metal exposures on abnormal liver function (ALF) are still unknown. A cross-sectional study involving 1493 Chinese adults residing in Shenzhen was conducted. Plasma concentrations of 13 metals, including essential metals (calcium, copper, cobalt, iron, magnesium, manganese, molybdenum, zinc, and selenium) and toxic metals (aluminum, cadmium, arsenic, and thallium) were detected by the inductively coupled plasma spectrometry (ICP-MS). ALF was ascertained as any observed abnormality from albumin, alanine transaminase, aspartate transaminase, γ-glutamyl transpeptidase, and direct bilirubin. Diverse statistical methods were used to evaluate the single and mixture effect of metals, as well as the dose-response relationships with ALF risk, respectively. Mediation analysis was conducted to evaluate the role of blood lipids in the relation of metal exposure with ALF. The average age of subjects was 59.7 years, and 56.7 % were females. Logistic regression and the least absolute shrinkage and selection operator (LASSO) penalized regression model consistently suggested that increased levels of arsenic, aluminum, manganese, and cadmium were related to elevated risk of ALF; while magnesium and zinc showed protective effects on ALF (all p-trend < 0.05). The grouped weighted quantile sum (GWQS) regression revealed that the WQS index of essential metals and toxic metals showed significantly negative or positive relationship with ALF, respectively. Aluminum, arsenic, cadmium, and manganese showed linear whilst magnesium and zinc showed non-linear dose-response relationships with ALF risk. Mediation analysis showed that LDL-c mediated 4.41 % and 14.74 % of the relationship of plasma cadmium and manganese with ALF, respectively. In summary, plasma aluminum, arsenic, manganese, cadmium, magnesium, and zinc related with ALF, and LDL-c might underlie the pathogenesis of ALF associated with cadmium and manganese exposure. This study may provide critical public health significances in liver injury prevention and scientific evidence for the establishment of environmental standard.


Subject(s)
Cholesterol, LDL , Metals , Humans , Female , Middle Aged , Male , Cross-Sectional Studies , China , Metals/blood , Metals/toxicity , Cholesterol, LDL/blood , Liver/drug effects , Aged , Environmental Exposure/statistics & numerical data , Adult , Environmental Pollutants/blood , Mediation Analysis , Arsenic/blood , Arsenic/toxicity , Chemical and Drug Induced Liver Injury/blood , Chemical and Drug Induced Liver Injury/etiology
2.
Oncol Res ; 31(4): 463-479, 2023.
Article in English | MEDLINE | ID: mdl-37415734

ABSTRACT

Accumulating evidence has indicated that long non-coding RNAs (lncRNAs) play critical roles in the development and progression of cancers, including esophageal squamous cell carcinoma (ESCC). However, the mechanisms of lncRNAs in ESCC are still incompletely understood and therapeutic attempts for in vivo targeting cancer-associated lncRNA remain a challenge. By RNA-sequencing analysis, we identified that LLNLR-299G3.1 was a novel ESCC-associated lncRNA. LLNLR-299G3.1 was up-regulated in ESCC tissues and cells and promoted ESCC cell proliferation and invasion. Silencing of LLNLR-299G3.1 with ASO (antisense oligonucleotide) resulted in opposite effects. Mechanistically, LLNLR-299G3.1 bound to cancer-associated RNA binding proteins and regulated the expression of cancer-related genes, including OSM, TNFRSF4, HRH3, and SSTR3. ChIRP-seq (chromatin isolation by RNA purification and sequencing) revealed that these genes contained enriched chromatin binding sites for LLNLR-299G3.1. Rescue experiments confirmed that the effects of LLNLR-299G3.1 on ESCC cell proliferation were dependent on interaction with HRH3 and TNFRSF4. Therapeutically, intravenous delivery of placental chondroitin sulfate A binding peptide-coated nanoparticles containing antisense oligonucleotide (pICSA-BP-ANPs) strongly inhibited ESCC tumor growth and significantly improved animal survival in vivo. Overall, our results suggest that LLNLR-299G3.1 promotes ESCC malignancy through regulating gene-chromatin interactions and targeting ESCC by pICSA-BP-ANPs may be an effective strategy for the treatment of lncRNA-associated ESCC.


Subject(s)
Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , RNA, Long Noncoding , Pregnancy , Animals , Humans , Female , Esophageal Squamous Cell Carcinoma/genetics , Esophageal Squamous Cell Carcinoma/pathology , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Esophageal Neoplasms/drug therapy , Esophageal Neoplasms/genetics , Esophageal Neoplasms/metabolism , Oligonucleotides, Antisense/genetics , Oligonucleotides, Antisense/pharmacology , Cell Proliferation/genetics , Placenta/metabolism , Placenta/pathology , Chromatin , Gene Expression Regulation, Neoplastic , Cell Line, Tumor , Cell Movement/genetics
3.
J Exp Clin Cancer Res ; 41(1): 229, 2022 Jul 22.
Article in English | MEDLINE | ID: mdl-35869499

ABSTRACT

BACKGROUND: Airborne fine particulate matter (PM2.5) has been associated with lung cancer development and progression in never smokers. However, the molecular mechanisms underlying PM2.5-induced lung cancer remain largely unknown. The aim of this study was to explore the mechanisms by which PM2.5 regulated the carcinogenesis of non-small cell lung cancer (NSCLC). METHODS: Paralleled ribosome sequencing (Ribo-seq) and RNA sequencing (RNA-seq) were performed to identify PM2.5-associated genes for further study. Quantitative real time-PCR (qRT-PCR), Western blot, and immunohistochemistry (IHC) were used to determine mRNA and protein expression levels in tissues and cells. The biological roles of PM2.5 and PM2.5-dysregulated gene were assessed by gain- and loss-of-function experiments, biochemical analyses, and Seahorse XF glycolysis stress assays. Human tissue microarray analysis and 18F-FDG PET/CT scans in patients with NSCLC were used to verify the experimental findings. Polysome fractionation experiments, chromatin immunoprecipitation (ChIP), and dual-luciferase reporter assay were implemented to explore the molecular mechanisms. RESULTS: We found that PM2.5 induced a translation shift towards glycolysis pathway genes and increased glycolysis metabolism, as evidenced by increased L-lactate and pyruvate concentrations or higher extracellular acidification rate (ECAR) in vitro and in vivo. Particularly, PM2.5 enhanced the expression of glycolytic gene DLAT, which promoted glycolysis but suppressed acetyl-CoA production and enhanced the malignancy of NSCLC cells. Clinically, high expression of DLAT was positively associated with tumor size, poorer prognosis, and SUVmax values of 18F-FDG-PET/CT scans in patients with NSCLC. Mechanistically, PM2.5 activated eIF4E, consequently up-regulating the expression level of DLAT in polysomes. PM2.5 also stimulated transcription factor Sp1, which further augmented transcription activity of DLAT promoter. CONCLUSIONS: This study demonstrated that PM2.5-activated overexpression of DLAT and enhancement in glycolysis metabolism contributed to the tumorigenesis of NSCLC, suggesting that DLAT-associated pathway may be a therapeutic target for NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Carcinogenesis/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Proliferation/physiology , Fluorodeoxyglucose F18 , Gene Expression Regulation, Neoplastic , Glycolysis/genetics , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Particulate Matter/toxicity , Positron Emission Tomography Computed Tomography
4.
J Hematol Oncol ; 15(1): 53, 2022 05 07.
Article in English | MEDLINE | ID: mdl-35526007

ABSTRACT

BACKGROUND: Transfer RNA-derived fragments (tRFs) are a new class of small non-coding RNAs. Recent studies suggest that tRFs participate in some pathological processes. However, the biological functions and mechanisms of tRFs in non-small cell lung cancer (NSCLC) are largely unknown. METHODS: Differentially expressed tRFs were identified by tRF and tiRNA sequencing using 9 pairs of pre- and post-operation plasma from patients with NSCLC. Quantitative real-time PCR (qRT-PCR) and fluorescence in situ hybridization (FISH) were used to determine the levels of tRF in tissues, plasma, and cells. Gain- and loss-of-function experiments were implemented to investigate the oncogenic effects of tRF on NSCLC cells in vitro and in vivo. Chromatin immunoprecipitation (ChIP), luciferase reporter, RNA pulldown, mass spectrum, RNA immunoprecipitation (RIP), Western blot, co-immunoprecipitation (Co-IP) assays, and rescue experiments were performed to explore the regulatory mechanisms of tRF in NSCLC. RESULTS: AS-tDR-007333 was an uncharacterized tRF and significantly up-regulated in NSCLC tissues, plasma, and cells. Clinically, AS-tDR-007333 overexpression could distinguish NSCLC patients from healthy controls and associated with poorer prognosis of NSCLC patients. Functionally, overexpression of AS-tDR-007333 enhanced proliferation and migration of NSCLC cells, whereas knockdown of AS-tDR-007333 resulted in opposite effects. Mechanistically, AS-tDR-007333 promoted the malignancy of NSCLC cells by activating MED29 through two distinct mechanisms. First, AS-tDR-007333 bound to and interacted with HSPB1, which activated MED29 expression by enhancing H3K4me1 and H3K27ac in MED29 promoter. Second, AS-tDR-007333 stimulated the expression of transcription factor ELK4, which bound to MED29 promoter and increased its transcription. Therapeutically, inhibition of AS-tDR-007333 suppressed NSCLC cell growth in vivo. CONCLUSIONS: Our study identifies a new oncogenic tRF and uncovers a novel mechanism that AS-tDR-007333 promotes NSCLC malignancy through the HSPB1-MED29 and ELK4-MED29 axes. AS-tDR-007333 is a potential diagnostic or prognostic marker and therapeutic target for NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Carcinoma, Non-Small-Cell Lung/genetics , Gene Expression Regulation , Heat-Shock Proteins/genetics , Heat-Shock Proteins/metabolism , Humans , In Situ Hybridization, Fluorescence , Lung Neoplasms/genetics , Molecular Chaperones , RNA, Transfer/genetics , RNA, Transfer/metabolism , ets-Domain Protein Elk-4/genetics , ets-Domain Protein Elk-4/metabolism
5.
Carcinogenesis ; 42(1): 80-92, 2021 02 11.
Article in English | MEDLINE | ID: mdl-32459848

ABSTRACT

OBJECTIVES: Increasing evidence suggest that long non-coding RNAs (lncRNAs) play critical roles in cancers. However, the expression pattern and underlying mechanisms of lncRNAs in non-small cell lung cancer (NSCLC) remain incompletely understood. This study aimed to elucidate the functions and molecular mechanisms of a certain lncRNA in NSCLC. METHODS: LncRNA microarray was performed to identify differential expressed lncRNAs between pre- and postoperation plasma in NSCLC patients. The expression level of candidate lncRNA in NSCLC tissues, plasma and cells was determined by quantitative real-time PCR (qRT-PCR) and in situ hybridization. The functional roles of lncRNA were assessed in vitro and in vivo. Furthermore, RNA pull-down, RNA immunoprecipitation, microarray, qRT-PCR and rescue assays were conducted to explore the mechanism action of lncRNA in NSCLC cells. RESULTS: We identified a novel lncRNA (BRCAT54), which was significantly upregulated in preoperative plasma, NSCLC tissues and NSCLC cells, and its higher expression was associated with better prognosis in patients with NSCLC. Overexpression of BRCAT54 inhibited proliferation, migration and activated apoptosis in NSCLC cells. Conversely, knockdown of BRCAT54 reversed the suppressive effects of BRCAT54. Moreover, overexpression of BRCAT54 repressed NSCLC cell growth in vivo. Mechanistically, BRCAT54 directly bound to RPS9. Knockdown of RPS9 substantially reversed the promoting effects of si-BRCAT54 on cell proliferation and enhanced the inhibitive effect of si-BRCAT54 on BRCAT54 expression. In addition, silencing of RPS9 activated JAK-STAT pathway and suppressed calcium signaling pathway gene expressions. CONCLUSION: This study identified BRCAT54 as a tumor suppressor in NSCLC. Targeting the BRCAT54 and RPS9 feedback loop might be a novel therapeutic strategy for NSCLC.


Subject(s)
Carcinogenesis/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Lung Neoplasms/genetics , RNA, Long Noncoding/metabolism , Ribosomal Proteins/genetics , Adult , Aged , Animals , Calcium Signaling/genetics , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/surgery , Cell Line, Tumor , Cell Proliferation/genetics , Feedback, Physiological , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Genes, Tumor Suppressor , Humans , Janus Kinases/metabolism , Lung/pathology , Lung/surgery , Lung Neoplasms/blood , Lung Neoplasms/mortality , Lung Neoplasms/surgery , Male , Mice , Middle Aged , Oligonucleotide Array Sequence Analysis , Pneumonectomy , Prognosis , RNA, Long Noncoding/blood , RNA, Long Noncoding/genetics , Ribosomal Protein S9 , STAT Transcription Factors/metabolism , Signal Transduction/genetics , Up-Regulation , Xenograft Model Antitumor Assays
6.
Cell Death Dis ; 11(6): 418, 2020 Jun 03.
Article in English | MEDLINE | ID: mdl-32488007

ABSTRACT

The original version of this article contained an error in the spelling of the author Yuchen Chen, which was incorrectly given as Yuhuan Chen. This has now been corrected in both the PDF and HTML versions of the article.

7.
Cancer Sci ; 111(9): 3338-3349, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32506598

ABSTRACT

Exosomal long noncoding RNA (lncRNA) has been found to be associated with the development of cancers. However, the expression characteristics and the biological roles of exosomal lncRNAs in hepatocellular carcinoma (HCC) remain unknown. Here, by RNA sequencing, we found 9440 mRNAs and 8572 lncRNAs were differentially expressed (DE-) in plasma exosomes between HCC patients and healthy controls. Exosomal DE-lncRNAs displayed higher expression levels and tissue specificity, lower expression variability and splicing efficiency than DE-mRNAs. Six candidate DE-lncRNAs (fold change 6 or more, P ≤ .01) were high in HCC cells and cell exosomes. The knockdown of these candidate DE-lncRNAs significantly affected the migration, proliferation, and apoptosis in HCC cells. In particular, a novel DE-lncRNA, RP11-85G21.1 (lnc85), promoted HCC cellular proliferation and migration by targeted binding and regulating of miR-324-5p. More importantly, the level of serum lnc85 was highly expressed in both Alpha-fetoprotein (AFP)-positive and AFP-negative HCC patients and allowed distinguishing AFP-negative HCC from healthy control and liver cirrhosis (area under the receiver operating characteristic curve, 0.869; sensitivity, 80.0%; specificity, 76.5%) with high accuracy. Our finding offers a new insight into the association between the dysregulation of exosomal lncRNA and HCC, suggesting that lnc85 could be a potential biomarker of HCC.


Subject(s)
Biomarkers, Tumor , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/metabolism , Cell-Free Nucleic Acids , Exosomes/metabolism , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , RNA, Long Noncoding/genetics , Adult , Alternative Splicing , Carcinoma, Hepatocellular/diagnosis , Female , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing , Humans , Liver Neoplasms/diagnosis , Male , MicroRNAs , Middle Aged , Phenotype , RNA, Messenger , ROC Curve , Sequence Analysis, RNA
8.
Cell Death Dis ; 11(5): 348, 2020 05 11.
Article in English | MEDLINE | ID: mdl-32393790

ABSTRACT

Non-small cell lung cancer (NSCLC) is the leading cause of cancer mortality worldwide. The mechanisms underlying NSCLC tumorigenesis are incompletely understood. Transfer RNA (tRNA) modification is emerging as a novel regulatory mechanism for carcinogenesis. However, the role of tRNA modification in NSCLC remains obscure. In this study, HPLC/MS assay was used to quantify tRNA modification levels in NSCLC tissues and cells. tRNA-modifying enzyme genes were identified by comparative genomics and validated by qRT-PCR analysis. The biological functions of tRNA-modifying gene in NSCLC were investigated in vitro and in vivo. The mechanisms of tRNA-modifying gene in NSCLC were explored by RNA-seq, qRT-PCR, and rescue assays. The results showed that a total of 18 types of tRNA modifications and up to seven tRNA-modifying genes were significantly downregulated in NSCLC tumor tissues compared with that in normal tissues, with the 2'-O-methyladenosine (Am) modification displaying the lowest level in tumor tissues. Loss- and gain-of-function assays revealed that the amount of Am in tRNAs was significantly associated with expression levels of FTSJ1, which was also downregulated in NSCLC tissues and cells. Upregulation of FTSJ1 inhibited proliferation, migration, and promoted apoptosis of NSCLC cells in vitro. Silencing of FTSJ1 resulted in the opposite effects. In vivo assay confirmed that overexpression of FTSJ1 significantly suppressed the growth of NSCLC cells. Mechanistically, overexpression of FTSJ1 led to a decreased expression of DRAM1. Whereas knockdown of FTSJ1 resulted in an increased expression of DRAM1. Furthermore, silencing of DRAM1 substantially augmented the antitumor effect of FTSJ1 on NSCLC cells. Our findings suggested an important mechanism of tRNA modifications in NSCLC and demonstrated novel roles of FTSJ1 as both tRNA Am modifier and tumor suppressor in NSCLC.


Subject(s)
Adenosine/analogs & derivatives , Carcinoma, Non-Small-Cell Lung/enzymology , Lung Neoplasms/enzymology , Membrane Proteins/metabolism , Methyltransferases/metabolism , Nuclear Proteins/metabolism , RNA, Transfer/metabolism , Tumor Suppressor Proteins/metabolism , A549 Cells , Adenosine/metabolism , Animals , Apoptosis , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Movement , Cell Proliferation , Down-Regulation , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Membrane Proteins/genetics , Methyltransferases/genetics , Mice, Inbred BALB C , Mice, Nude , Neoplasm Invasiveness , Nuclear Proteins/genetics , RNA, Transfer/genetics , Signal Transduction , Tumor Burden , Tumor Suppressor Proteins/genetics
9.
Epigenomics ; 12(6): 525-541, 2020 03.
Article in English | MEDLINE | ID: mdl-32043367

ABSTRACT

Aim: To explore the roles of exosomal long noncoding RNAs (lncRNAs) in early-stage esophageal squamous cell carcinoma (ESCC) and benign esophagitis. Materials & methods: Exosomal lncRNAs were analyzed using RNA-seq and validated by quantitative real-time PCR, loss-of-function, co-culture and RNA pulldown assays. Results: Exosomal lncRNAs displayed tighter tissue-specificity, higher expression level and lower splicing efficiency than that of mRNAs. A total of 152 exosomal lncRNAs were differentially expressed between ESCC and controls. A total of 124 exosomal lncRNAs were dysregulated between ESCC and esophagitis. Knockdown of 13 ESCC-associated lncRNAs modified proliferation, migration, and apoptosis of ESCC cells. A novel lncRNA RP5-1092A11.2 was highly expressed in ESCC-derived exosomes, ESCC cells and tumor tissues. Exosomes released from RP5-1092A11.2-knockdown cells inhibited ESCC cell proliferation. Conclusion: Dysregulated exosomal lncRNAs were functionally associated with different disease status in esophagus.


Subject(s)
Esophageal Neoplasms/genetics , Esophageal Squamous Cell Carcinoma/genetics , Esophagitis/genetics , Exosomes/genetics , RNA, Long Noncoding/metabolism , Apoptosis , Cell Movement , Cell Proliferation , Esophageal Neoplasms/metabolism , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/metabolism , Esophageal Squamous Cell Carcinoma/pathology , Exosomes/ultrastructure , Humans , Neoplasm Proteins/metabolism , RNA, Messenger/metabolism , RNA-Seq
10.
Int J Med Sci ; 17(2): 161-169, 2020.
Article in English | MEDLINE | ID: mdl-32038099

ABSTRACT

Rationale: Placental-like chondroitin sulfate A (pl-CSA) is known to be exclusively synthesized in multiple cancer tissues and associated with disease severity. Here, we aimed to assess whether pl-CSA is released into bio-fluids and can serve as a cancer biomarker. Methods: A novel ELISA was developed to analyse pl-CSA content in bio-fluids using pl-CSA binding protein and an anti-pl-CSA antibody. Immunohistochemical staining of tissue chips was used as the gold standard control. Results: The developed ELISA method was specific and sensitive (1.22 µg/ml). The pl-CSA content was significantly higher in lysates and supernatants of cancer cell lines than in those of normal cell lines, in plasma from mouse cancer models than in that from control mice, and in plasma from patients with oesophageal, cervical, ovarian, or lung cancer than in that from healthy controls. Similar to the tissue chip analysis, which showed a significant difference in pl-CSA positivity between cancer tissues and normal adjacent tissues, the plasma pl-CSA analysis had 100% sensitivity and specificity for differentiating oesophageal and lung cancer patients from healthy controls. Importantly, in oesophageal and lung cancer patients, the pl-CSA content was significantly higher in late-stage disease than in early-stage disease, and it dramatically decreased after surgical resection of the tumour. Conclusion: These data indicate a direct link between plasma pl-CSA content and tumour presence, indicating that plasma pl-CSA may be a non-invasive biomarker with clinical applicability for the screening and surveillance of patients with multiple types of solid tumours.


Subject(s)
Chondroitin Sulfates/isolation & purification , Enzyme-Linked Immunosorbent Assay , Neoplasms/genetics , Animals , Antibodies, Anti-Idiotypic/genetics , Antibodies, Anti-Idiotypic/immunology , Chondroitin Sulfates/genetics , Chondroitin Sulfates/immunology , Female , Humans , Male , Mice , Middle Aged , Neoplasms/immunology , Neoplasms/pathology , Placenta/metabolism , Pregnancy , Protein Binding/immunology
11.
Thorax ; 74(12): 1161-1167, 2019 12.
Article in English | MEDLINE | ID: mdl-31611342

ABSTRACT

BACKGROUND: Perturbed iron homeostasis is a risk factor for tuberculosis (TB) progression and an indicator of TB treatment failure and mortality. Few studies have evaluated iron homeostasis as a TB diagnostic biomarker. METHODS: We recruited participants with TB, latent TB infection (LTBI), cured TB (RxTB), pneumonia (PN) and healthy controls (HCs). We measured serum levels of three iron biomarkers including serum iron, ferritin and transferrin, then established and validated our prediction model. RESULTS: We observed and verified that the three iron biomarker levels correlated with patient status (TB, HC, LTBI, RxTB or PN) and with the degree of lung damage and bacillary load in patients with TB. We then built a TB prediction model, neural network (NNET), incorporating the data of the three iron biomarkers. The model showed good performance for diagnosis of TB, with 83% (95% CI 77 to 87) sensitivity and 86% (95% CI 83 to 89) specificity in the training data set (n=663) and 70% (95% CI 58 to 79) sensitivity and 92% (95% CI 86 to 96) specificity in the test data set (n=220). The area under the curves (AUCs) of the NNET model to discriminate TB from HC, LTBI, RxTB and PN were all >0.83. Independent validation of the NNET model in a separate cohort (n=967) produced an AUC of 0.88 (95% CI 0.85 to 0.91) with 74% (95% CI 71 to 77) sensitivity and 92% (95% CI 87 to 96) specificity. CONCLUSIONS: The established NNET TB prediction model discriminated TB from HC, LTBI, RxTB and PN in a large cohort of patients. This diagnostic assay may augment current TB diagnostics.


Subject(s)
Iron/blood , Tuberculosis/diagnosis , Adolescent , Adult , Biomarkers/blood , Diagnosis, Differential , Feasibility Studies , Female , Ferritins/blood , Homeostasis , Humans , Latent Tuberculosis/diagnosis , Male , Middle Aged , Neural Networks, Computer , Pneumonia/diagnosis , Predictive Value of Tests , Sensitivity and Specificity , Transferrin/analysis , Young Adult
12.
Methods Mol Biol ; 1751: 127-138, 2018.
Article in English | MEDLINE | ID: mdl-29508294

ABSTRACT

MicroRNAs (miRNAs) are small, noncoding RNAs that are able to regulate the expression of targeted mRNAs. Thousands of miRNAs have been identified; however, only a few of them have been functionally annotated. Microarray-based expression analysis represents a cost-effective way to identify candidate miRNAs that correlate with specific biological pathways, and to detect disease-associated molecular signatures. Generally, microarray-based miRNA data analysis contains four major steps: (1) quality control and normalization, (2) differential expression analysis, (3) target gene prediction, and (4) functional annotation. For each step, a large couple of software tools or packages have been developed. In this chapter, we present a standard analysis pipeline for miRNA microarray data, assembled by packages mainly developed with R and hosted in Bioconductor project.


Subject(s)
Gene Expression Profiling , High-Throughput Nucleotide Sequencing/methods , MicroRNAs/analysis , MicroRNAs/genetics , RNA, Messenger/analysis , Sequence Analysis, RNA/methods , Data Analysis , Humans , Molecular Sequence Annotation , Software
13.
Methods Mol Biol ; 1751: 139-152, 2018.
Article in English | MEDLINE | ID: mdl-29508295

ABSTRACT

Long intergenic noncoding RNAs (lincRNAs) have caught increasing attention in recent years. The advance of RNA-Seq has greatly facilitated the discovery of novel lincRNAs. However, the computational analysis of lincRNAs is still challenging. In this protocol, we presented a step-by-step protocol for computational analyses of lincRNAs, including read processing and alignment, transcript assembly, lincRNA identification and annotation, and differential expression analysis.


Subject(s)
Gene Expression Profiling , High-Throughput Nucleotide Sequencing/methods , RNA, Long Noncoding/analysis , RNA, Long Noncoding/genetics , Humans , Molecular Sequence Annotation
14.
Appl Physiol Nutr Metab ; 42(12): 1316-1321, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28806535

ABSTRACT

The impact of gene-environment interaction on diabetes remains largely unknown. We aimed to investigate if interaction between glucose metabolizing genes and lifestyle factors is associated with type 2 diabetes mellitus (T2DM). Interactions between genotypes of 4 glucose metabolizing genes (MTNR1B, KCNQ1, KLF14, and GCKR) and lifestyle factors were estimated in 722 T2DM patients and 759 controls, using multiple logistic regression. No significant associations with T2DM were detected for the single nucleotide polymorphisms of MTNR1B, KLF14 and GCKR. However, rs151290 (KCNQ1) polymorphisms were found to be associated with risk of T2DM. Compared with AA, the odds ratios (ORs) of AC or CC genotypes for developing T2DM were 1.545 (P = 0.0489) and 1.603 (P = 0.0383), respectively. In stratified analyses, the associations were stronger in smokers with CC than smokers with AA (OR = 3.668, P = 0.013); drinkers with AC (OR = 5.518, P = 0.036), CC (OR = 8.691, P = 0.0095), and AC+CC (OR = 6.764, P = 0.016) than drinkers with AA. Compared with nondrinkers with AA, drinkers who carry AC and CC had 12.072-fold (P = 0.0007) and 8.147-fold (P = 0.0052) higher risk of developing T2DM. In conclusions, rs151290 (KCNQ1) polymorphisms are associated with increased risk of T2DM, alone and especially in interaction with smoking and alcohol.


Subject(s)
Alcohol Drinking , Diabetes Mellitus, Type 2/genetics , Glucose/metabolism , Polymorphism, Genetic , Smoking , Adult , Asian People , Diabetes Mellitus, Type 2/etiology , Female , Genetic Predisposition to Disease , Genotype , Humans , Male , Middle Aged
15.
Cancer Epidemiol ; 47: 28-34, 2017 04.
Article in English | MEDLINE | ID: mdl-28088657

ABSTRACT

BACKGROUND: Smoking and obesity are esophageal adenocarcinoma (EAC) risk factors. However, the same risk factors may also affect biological aggressiveness and cancer outcomes. Our study evaluated the combined effects of early-adulthood obesity and cumulative smoking on the EAC survival. PATIENTS AND METHODS: In two EAC cohorts, Toronto (TO; N=235) and Boston (BO; N=329), associations between early adulthood body mass index (EA-BMI), BMI at 1year prior to diagnosis (BMI-1), and smoking with overall survival (OS) were assessed using Cox proportional hazard models, adjusted for relevant covariates. RESULTS: Both cohorts were predominantly Caucasian (89%), male (88%), ever-smokers (73%) with locally advanced/metastatic EAC (78%), and good ECOG performance status (90%); median packyears was 34; median EA-BMI, 24; median BMI-1, 25. No relationships with survival were found with BMI-1. For smoking and EA-BMI, TO, BO, and combined TO-BO analyses showed similar associations: smoking conferred worse OS in the combined TO-BO cohort, with adjusted hazard ratios (aHR) of 1.22 (95%CI: 1.15-1.43;p<0.0001) for each 20 pack-year increase. Likewise, EA-BMI ≥25 was associated with worse OS (EA-BMI of 25-<30, aHR=1.84,95%CI: 1.37-2.48; and EA-BMI>30, aHR=2.78, 95%CI: 1.94-3.99). Risk of death was also increased in remotely underweight patients with EA-BMI<18.5 (aHR=2.03,95%CI: 1.27-3.24), when compared to normal-EA-BMI (18≤EA-BMI<25). CONCLUSIONS: Two key modifiable behaviors, elevated BMI in early adulthood and heavy cumulative smoking history are independently associated with increased mortality risk in two North American cohorts of EAC patients.


Subject(s)
Adenocarcinoma/mortality , Body Mass Index , Esophageal Neoplasms/mortality , Obesity/complications , Smoking/adverse effects , Adenocarcinoma/etiology , Adenocarcinoma/surgery , Adolescent , Adult , Aged , Aged, 80 and over , Esophageal Neoplasms/etiology , Esophageal Neoplasms/surgery , Female , Humans , Male , Middle Aged , Prognosis , Proportional Hazards Models , Prospective Studies , Risk Factors , Survival Rate , Young Adult
16.
Carcinogenesis ; 36(1): 87-93, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25381453

ABSTRACT

Cell free circulating microRNAs (cfmiRNAs) have been recognized as robust and stable biomarkers of cancers. However, little is known about the prognostic significance of cfmiRNAs in esophageal adenocarcinoma (EA). In this study, we explored whether specific cfmiRNA profiles could predict EA prognosis and whether Helicobacter pylori (HP) infection status could influence the association between cfmiRNAs and EA survival outcome. We profiled 1075 miRNAs in pooled serum samples from 30 EA patients and 30 healthy controls. The most relevant cfmiRNAs were then assessed for their associations with EA survival in an independent cohort of 82 patients, using Log-rank test and multivariate Cox regression models. Quantitative real-time PCR (qRT-PCR) was used for cfmiRNA profiling. HP infection status was determined by immunoblotting assay. We identified a panel of 18 cfmiRNAs that could distinguish EA patients from healthy subjects (P = 3.0E-12). In overall analysis and in HP-positive subtype patients, no cfmiRNA was significantly associated with EA prognosis. In HP-negative patients, however, 15 cfmiRNAs were significantly associated with overall survival (OS) (all P < 0.05). A combined 2-cfmiRNA (low miR-3935 and high miR-4286) risk score was constructed; that showed greater risk for worse OS (HR = 2.22, P = 0.0019) than individual cfmiRNA alone. Patients with high-risk score had >10-fold increased risk of death than patients with low risk score (P = 0.0302; HR = 10.91; P = 0.0094). Our findings suggest that dysregulated cfmiRNAs may contribute to EA survival outcome and HP infection status may modify the association between cfmiRNAs and EA survival.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Esophageal Neoplasms/genetics , Gene Expression Profiling , Helicobacter Infections/genetics , MicroRNAs/blood , Adenocarcinoma/blood , Adenocarcinoma/microbiology , Aged , Biomarkers, Tumor/blood , Case-Control Studies , Esophageal Neoplasms/blood , Esophageal Neoplasms/microbiology , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Helicobacter Infections/blood , Helicobacter Infections/microbiology , Helicobacter pylori/isolation & purification , Humans , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , Prognosis , Survival Rate
17.
Cancer Epidemiol Biomarkers Prev ; 23(11): 2462-70, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25172871

ABSTRACT

BACKGROUND: There is an urgent need to improve lung cancer outcome by identifying and validating markers of risk. We previously reported that the cytokinesis-blocked micronucleus assay (CBMN) is a strong predictor of lung cancer risk. Here, we validate our findings in an independent external lung cancer population and test discriminatory power improvement of the Spitz risk prediction model upon extension with this biomarker. METHODS: A total of 1,506 participants were stratified into a test set of 995 (527 cases/468 controls) from MD Anderson Cancer Center (Houston, TX) and a validation set of 511 (239 cases/272 controls) from Massachusetts General Hospital (Boston, MA). An epidemiologic questionnaire was administered and genetic instability was assessed using the CBMN assay. RESULTS: Excellent concordance was observed between the two populations in levels and distribution of CBMN endpoints [binucleated-micronuclei (BN-MN), binucleated-nucleoplasmic bridges (BN-NPB)] with significantly higher mean BN-MN and BN-NPB values among cases (P < 0.0001). Extension of the Spitz model led to an overall improvement in the AUC (95% confidence intervals) from 0.61 (55.5-65.7) with epidemiologic variables to 0.92 (89.4-94.2) with addition of the BN-MN endpoint. The most dramatic improvement was observed with the never-smokers extended model followed by the former and current smokers. CONCLUSIONS: The CBMN assay is a sensitive and specific predictor of lung cancer risk, and extension of the Spitz risk prediction model led to an AUC that may prove useful in population screening programs to identify the "true" high-risk individuals. IMPACT: Identifying high-risk subgroups that would benefit from screening surveillance has immense public health significance.


Subject(s)
Cytokinesis/genetics , Lung Neoplasms/epidemiology , Female , Humans , Lung Neoplasms/genetics , Male , Middle Aged , Surveys and Questionnaires
18.
Chest ; 145(2): 346-353, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24008835

ABSTRACT

BACKGROUND: COPD is a recognized risk factor for lung cancer, but studies of coexisting COPD in relation to lung cancer outcomes are limited. We assessed the impact of COPD on overall survival (OS) and progression-free survival (PFS) in patients with early-stage non-small cell lung cancer (NSCLC). METHODS: Patients (N = 902) with early-stage (stage IA-IIB) NSCLC treated with surgical resection were retrospectively analyzed. The association of self-reported, physician-diagnosed COPD with survivals of NSCLC was assessed using the log-rank and Cox regression models, adjusting for age, sex, BMI, smoking, stages, and performance status. RESULTS: Among this cohort of patients with NSCLC, 330 cases had physician-diagnosed COPD, and 572 did not have COPD. The 5-year OS in patients with COPD (54.4%) was significantly lower (P = .0002) than that in patients without COPD (69.0%). The 5-year PFS rates for patients with COPD and without COPD were 50.1% and 60.6%, respectively (P = .007). Compared with patients without COPD, patients with COPD had increased risk of worse OS (adjusted hazard ratio [HRadj] = 1.41, P = .002) and PFS (HRadj = 1.67, P = .003). The associations between COPD and worse survival outcomes were stronger in men and in squamous cell carcinoma (SCC). CONCLUSIONS: Coexisting COPD is associated with worse survival outcomes in patients with early-stage NSCLC, particularly for men and for SCC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/mortality , Disease Progression , Lung Neoplasms/mortality , Pneumonectomy , Pulmonary Disease, Chronic Obstructive/epidemiology , Aged , Carcinoma, Non-Small-Cell Lung/epidemiology , Carcinoma, Non-Small-Cell Lung/surgery , Comorbidity , Female , Humans , Kaplan-Meier Estimate , Longitudinal Studies , Lung/pathology , Lung/surgery , Lung Neoplasms/epidemiology , Lung Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging , Prognosis , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/diagnosis , Regression Analysis , Retrospective Studies , Risk Factors , Survival Rate , Treatment Outcome
19.
Int J Cancer ; 134(4): 961-70, 2014 Feb 15.
Article in English | MEDLINE | ID: mdl-23921845

ABSTRACT

Previous studies have identified a mixed-phenotype of non-small cell lung cancer (NSCLC) with co-existing chronic obstructive pulmonary disease (COPD). Although NSCLC and COPD share a common risk factor in smoking, whether and how smoking may contribute to the coexistence of NSCLC with COPD (NSCLC-COPD) is unclear. Our study suggests that cigarette smoking is the major risk factor for the development of NSCLC-COPD, especially in females and among patients with squamous cell carcinoma subtype.


Subject(s)
Adenocarcinoma/etiology , Carcinoma, Non-Small-Cell Lung/etiology , Carcinoma, Squamous Cell/etiology , Lung Neoplasms/etiology , Pulmonary Disease, Chronic Obstructive/complications , Smoking Cessation , Smoking/adverse effects , Adenocarcinoma/pathology , Adenocarcinoma/prevention & control , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/prevention & control , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/prevention & control , Case-Control Studies , Female , Follow-Up Studies , Humans , Lung Neoplasms/pathology , Lung Neoplasms/prevention & control , Male , Middle Aged , Neoplasm Staging , Prognosis , Pulmonary Disease, Chronic Obstructive/prevention & control , Risk Factors
20.
J Gastroenterol Hepatol ; 28(9): 1482-8, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23735059

ABSTRACT

BACKGROUND AND AIM: Although gastroesophageal reflux disease (GERD) is a risk factor for esophageal adenocarcinoma (EAC), some patients develop EAC in the absence of GERD. A putative mechanism of reflux-induced tumorigenesis involves disruptions in the p53 pathway. We assessed the interaction of GERD and p53 pathway polymorphisms on EAC prognosis. METHODS: In a prospective cohort of 358 EAC patients, clinical data (including GERD history and survival) were collected. Germline DNA was genotyped for MDM2 T309G and p53 Arg72Pro. Cox proportional hazards models were used to determine adjusted hazard ratios (AHR) for associations between genotype, GERD, and genotype-GERD interactions with survival. RESULTS: Compared with other genotypes, MDM2 G/G (median overall survival 21 vs 30 months; P < 0.001) and p53 Pro/Pro (12 vs 30 months; P = 0.004) were associated with shorter survival. When analyzed by GERD, MDM2 G/G was associated with shorter survival in patients without GERD (AHR 3.4, 95% CI 2.0-6.0), but not in patients with GERD (AHR 1.1 [0.7-1.8]); the MDM2-GERD interaction was significant (P = 0.003). A similar trend was seen for p53 Pro/Pro (AHRs 2.5 without GERD vs 1.4 with GERD). Combined analysis of at-risk variants (MDM2 G or p53 Pro), revealed each additional at-risk variant was associated with shorter survival in patients without GERD (AHR 1.6) but not with GERD (AHR 1.0). CONCLUSIONS: MDM2 G/G and the combination of MDM2 G and p53 Pro were negative prognostic factors for EAC patients without GERD but not for those with GERD. There may be biological differences between GERD positive and GERD negative EAC.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Esophageal Neoplasms/genetics , Gastroesophageal Reflux/genetics , Polymorphism, Genetic , Proto-Oncogene Proteins c-mdm2/genetics , Tumor Suppressor Protein p53/genetics , Adenocarcinoma/etiology , Adult , Aged , Aged, 80 and over , DNA, Neoplasm/genetics , Esophageal Neoplasms/etiology , Female , Gastroesophageal Reflux/complications , Genotype , Humans , Male , Middle Aged , Prognosis , Prospective Studies , Survival Analysis , Young Adult
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